{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from keras.preprocessing.image import ImageDataGenerator\n",
    "import numpy as np\n",
    "import os\n",
    "from PIL import Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "D:/Data/mc_data/train/images/0/000000278256.jpg\n",
      "D:/Data/mc_data/train/images/0/000000144194.jpg\n",
      "D:/Data/mc_data/train/images/0/000000075727.jpg\n",
      "D:/Data/mc_data/train/images/0/000000069946.jpg\n",
      "(10000,)\n"
     ]
    }
   ],
   "source": [
    "\n",
    "train_data_root = 'D:/Data/mc_data/train/images/0/'  # 训练集存放路径\n",
    "\n",
    "seed=1\n",
    "filenames = np.random.choice(os.listdir(train_data_root), 10000)\n",
    "sample_images = []\n",
    "for fn in filenames:\n",
    "    fullname = train_data_root + fn\n",
    "    print(fullname)\n",
    "    image = Image.open(fullname)\n",
    "    image_arr = np.array(image)\n",
    "    sample_images.append(image_arr)\n",
    "\n",
    "samples = np.array(sample_images)\n",
    "print(samples.shape)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "del samples"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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